Recursive Self Improvement for AI Agents

In Episode 39 of Marketing Mechanic, I break down recursive self-improvement and show you how to build AI agents that get smarter every time they do the work. Anthropic is generating 8x more code using this same approach, and I've been applying it with our own agents to create a competitive advantage that compounds over time. I walk you through how to take tasks you've already done, turn them into repeatable agent workflows with skill files, and set up a system where your agents learn and improve without you watching over them. I also get into how to price agent work, build an agent marketplace, and why treating agents like people instead of software gets way better results. If you're serious about building AI agents that actually deliver, this one's for you. Chapters: 0:00 What is recursive self-improvement 6:30 Building skill files and training your agents 13:00 Creating an agent marketplace New episodes every Thursday.